Novel image encryption by combining dynamic DNA sequence encryption and the improved 2D logistic sine map

被引:73
作者
Zheng, Jieyu [1 ]
Liu, LingFeng [1 ]
机构
[1] Nanchang Univ, Sch Software, Nanchang 330031, Jiangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
cryptography; image processing; image coding; DNA; chaos; novel image encryption; improved 2D logistic sine map; one-dimensional chaotic encryption algorithm; good encryption performance; chaotic sequence; improved 2D logistic sine chaotic map; image encryption scheme; dynamic DNA sequences encryption; logistic map; 2D-LSMM chaotic sequences; implementing dynamic DNA sequence encryption; encryption process; authors; proper encryption; SCHEME; ALGORITHM; NETWORKS; SYSTEM;
D O I
10.1049/iet-ipr.2019.1340
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The one-dimensional (2D) chaotic encryption algorithm has good encryption performance. For its properties, such as the excellent complexity, pseudo-randomness, and sensitivity to the initial value of the chaotic sequence. However, compared with other methods, its biggest drawback is that the key space is too small. To address these problems, in this study, the authors introduce an improved 2D logistic sine chaotic map (2D-LSMM). A novel image encryption scheme based on dynamic DNA sequences encryption and improved 2D-LSMM is presented. The logistic map is used to control the input of the sine map. And the encoding and operation rules of DNA sequences are determined by 2D-LSMM chaotic sequences. By implementing dynamic DNA sequence encryption, the encryption process becomes more complicated and harder to be attacked. Simulation experimental results and security analysis show that the authors' encryption scheme not only achieves proper encryption but can also resist different attacks.
引用
收藏
页码:2310 / 2320
页数:11
相关论文
共 39 条
[1]   A hybrid network security algorithm based on Diffie Hellman and Text-to-Image Encryption algorithm [J].
Abusukhon, Ahmad ;
Anwar, Muhammad Naveed ;
Mohammad, Zeyad ;
Alghannam, Bareeq .
JOURNAL OF DISCRETE MATHEMATICAL SCIENCES & CRYPTOGRAPHY, 2019, 22 (01) :65-81
[2]   Cryptanalysis of an image encryption algorithm based on DNA encoding [J].
Akhavan, A. ;
Samsudin, A. ;
Akhshani, A. .
OPTICS AND LASER TECHNOLOGY, 2017, 95 :94-99
[3]   An efficient mixed inter-intra pixels substitution at 2bits-level for image encryption technique using DNA and chaos [J].
Aqeel-ur-Rehman ;
Liao, Xiaofeng ;
Hahsmi, Muntazim Abbas ;
Haider, Rizwan .
OPTIK, 2018, 153 :117-134
[4]  
Asim M., 2007, INT C INT ADV SYST 2
[5]   Innovative image encryption scheme based on a new rapid hyperchaotic system and random iterative permutation [J].
Bouslehi, Hamdi ;
Seddik, Hassene .
MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (23) :30841-30863
[6]   A color image cryptosystem based on dynamic DNA encryption and chaos [J].
Chai, Xiuli ;
Fu, Xianglong ;
Gan, Zhihua ;
Lu, Yang ;
Chen, Yiran .
SIGNAL PROCESSING, 2019, 155 :44-62
[7]   A fast chaos-based image encryption scheme with a dynamic state variables selection mechanism [J].
Chen, Jun-xin ;
Zhu, Zhi-liang ;
Fu, Chong ;
Yu, Hai ;
Zhang, Li-bo .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2015, 20 (03) :846-860
[8]   Index-based permutation-diffusion in multiple-image encryption using DNA sequence [J].
Enayatifar, Rasul ;
Guimaraes, Frederico Gadelha ;
Siarry, Patrick .
OPTICS AND LASERS IN ENGINEERING, 2019, 115 :131-140
[9]  
Feng-Ying W., 2013, 5 INT S COMP INT DES
[10]   Generalized Lyapunov approach for convergence of neural networks with discontinuous or non-Lipschitz activations [J].
Forti, A ;
Grazzini, A ;
Nistri, P ;
Pancioni, L .
PHYSICA D-NONLINEAR PHENOMENA, 2006, 214 (01) :88-99